Downloads · 30 days
8
3% of all-time downloads
llama32-1b-fineweb-is-lora
jekunz/llama32-1b-fineweb-is-lora
llama32-1b-fineweb-is-lora is a machine learning model from jekunz. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as llama3.2.
should probably proofread and complete it, then remove this comment. --
All-time downloads
237
Public
Parameters
1.3B
5.7 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors5.7 GB · 100%
At a glance
- Library
- peft
- License
- llama3.2
- Model type
- llama
- Access
- Public
- Created
- Jan 13, 2025
- Updated
- Jan 17, 2025
- SHA
- 738f4ce2
Base models
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
llama32-1b-fineweb-is-lora-peft-effbatch512
This model is a fine-tuned version of meta-llama/Llama-3.2-1B-Instruct on the Icelandic portion of Fineweb-2.
Model description
LoRA rank 256, alpha 512. Target modules: ["up_proj", "down_proj", "o_proj"]
Intended uses & limitations
More information needed
Training and evaluation data
Training data: Icelandic portion of Fineweb-2
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 64
- total_train_batch_size: 1024
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.05
- num_epochs: 1
Training results
Framework versions
- PEFT 0.13.2
- Transformers 4.43.4
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.19.1
- Library
- peft
- Type
- llama
- License
- llama3.2
- Languages
- is
- Created
- Jan 13, 2025
- Updated
- Jan 17, 2025